• DocumentCode
    2905981
  • Title

    Evaluation and Classification of Commercial Bank Customer Value

  • Author

    Peng Yanyan

  • Author_Institution
    Bus. Sch., Hohai Univ., Nanjing, China
  • fYear
    2011
  • fDate
    17-18 Oct. 2011
  • Firstpage
    682
  • Lastpage
    686
  • Abstract
    In order to solve the problem of commercial banks to identify customers, from the reality of commercial banks, constructs a synthesis appraisal model of commercial bank customer value, proper attention to both practical and suitable. Proposes two-dimensional clustering segmentation method based on the customer current value and the increment value, provides support for the bank to evaluate the customer value objectively, subdivide the customer scientifically, realize the limited marketing and the difference service effectively. Empirical results show that this method can help managers identify high-quality customers, and according to their ability to formulate a quality customer training programs, use the limited marketing resources on the most valuable or most potential customers.
  • Keywords
    banking; customer relationship management; commercial bank customer value; customer current value; customer scientifically; high-quality customers; limited marketing resources; quality customer training programs; synthesis appraisal model; two-dimensional clustering segmentation method; Analytical models; Clustering algorithms; Companies; Data mining; Economic indicators; Indexes; clustering analyses; commercial bank; customer segmentation; customer value;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business Intelligence and Financial Engineering (BIFE), 2011 Fourth International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4577-1541-9
  • Type

    conf

  • DOI
    10.1109/BIFE.2011.59
  • Filename
    6121233